| Number of Variables | 12 |
|---|---|
| Number of Rows | 3584 |
| Missing Cells | 39 |
| Missing Cells (%) | 0.1% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 956.1 KB |
| Average Row Size in Memory | 273.2 B |
| Variable Types |
|
| ID is uniformly distributed | Uniform |
|---|---|
| Angle is skewed | Skewed |
| Capacity is skewed | Skewed |
| CapacityFactor is skewed | Skewed |
| Temp(°Cd) is skewed | Skewed |
| Date has a high cardinality: 507 distinct values | High Cardinality |
| Set has constant value "train" | Constant |
| Set has constant length 5 | Constant Length |
| Date has constant length 10 | Constant Length |
| Angle has 1131 (31.56%) negatives | Negatives |
| Angle has 444 (12.39%) zeros | Zeros |
|---|
categorical
| Approximate Distinct Count | 1 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 250880 |
| Mean | 5 |
|---|---|
| Standard Deviation | 0 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 5 |
| 1st row | train |
|---|---|
| 2nd row | train |
| 3rd row | train |
| 4th row | train |
| 5th row | train |
| Count | 17920 |
|---|---|
| Lowercase Letter | 17920 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 3584 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 57344 |
| Mean | 1792.5 |
| Minimum | 1 |
| Maximum | 3584 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 180.15 |
| Q1 | 896.75 |
| Median | 1792.5 |
| Q3 | 2688.25 |
| 95-th Percentile | 3404.85 |
| Maximum | 3584 |
| Range | 3583 |
| IQR | 1791.5 |
| Mean | 1792.5 |
|---|---|
| Standard Deviation | 1034.756 |
| Variance | 1.0707e+06 |
| Sum | 6.4243e+06 |
| Skewness | 0 |
| Kurtosis | -1.2 |
| Coefficient of Variation | 0.5773 |
categorical
| Approximate Distinct Count | 507 |
|---|---|
| Approximate Unique (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 268800 |
| Mean | 10 |
|---|---|
| Standard Deviation | 0 |
| Median | 10 |
| Minimum | 10 |
| Maximum | 10 |
| 1st row | 2020-06-09 |
|---|---|
| 2nd row | 2020-06-10 |
| 3rd row | 2020-06-11 |
| 4th row | 2020-06-12 |
| 5th row | 2020-06-13 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 7168 |
| Decimal Number | 28672 |
categorical
| Approximate Distinct Count | 9 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 251668 |
| Mean | 5.2199 |
|---|---|
| Standard Deviation | 0.4142 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 6 |
| 1st row | 25.11 |
|---|---|
| 2nd row | 25.11 |
| 3rd row | 25.11 |
| 4th row | 25.11 |
| 5th row | 25.11 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 15124 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 254072 |
| Mean | 5.8906 |
|---|---|
| Standard Deviation | 0.3122 |
| Median | 6 |
| Minimum | 5 |
| Maximum | 6 |
| 1st row | 121.26 |
|---|---|
| 2nd row | 121.26 |
| 3rd row | 121.26 |
| 4th row | 121.26 |
| 5th row | 121.26 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 17528 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 57344 |
| Mean | -20.5756 |
| Minimum | -160 |
| Maximum | 22 |
| Zeros | 444 |
| Zeros (%) | 12.4% |
| Negatives | 1131 |
| Negatives (%) | 31.6% |
| Minimum | -160 |
|---|---|
| 5-th Percentile | -160 |
| Q1 | -31 |
| Median | 1.76 |
| Q3 | 4.63 |
| 95-th Percentile | 22 |
| Maximum | 22 |
| Range | 182 |
| IQR | 35.63 |
| Mean | -20.5756 |
|---|---|
| Standard Deviation | 53.0587 |
| Variance | 2815.2287 |
| Sum | -73742.82 |
| Skewness | -1.7332 |
| Kurtosis | 1.6713 |
| Coefficient of Variation | -2.5787 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 287230 |
| Mean | 15.1423 |
|---|---|
| Standard Deviation | 2.3043 |
| Median | 17 |
| Minimum | 12 |
| Maximum | 17 |
| 1st row | MM60-6RT-300 |
|---|---|
| 2nd row | MM60-6RT-300 |
| 3rd row | MM60-6RT-300 |
| 4th row | MM60-6RT-300 |
| 5th row | MM60-6RT-300 |
| Count | 23156 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 4252 |
| Uppercase Letter | 23156 |
| Dash Punctuation | 3232 |
| Decimal Number | 23630 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 57344 |
| Mean | 350.535 |
| Minimum | 99.2 |
| Maximum | 499.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 99.2 |
|---|---|
| 5-th Percentile | 99.2 |
| Q1 | 246.4 |
| Median | 352 |
| Q3 | 498.56 |
| 95-th Percentile | 499.8 |
| Maximum | 499.8 |
| Range | 400.6 |
| IQR | 252.16 |
| Mean | 350.535 |
|---|---|
| Standard Deviation | 144.4989 |
| Variance | 20879.9299 |
| Sum | 1.2563e+06 |
| Skewness | -0.4496 |
| Kurtosis | -1.1286 |
| Coefficient of Variation | 0.4122 |
numerical
| Approximate Distinct Count | 3074 |
|---|---|
| Approximate Unique (%) | 85.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 57344 |
| Mean | 3.8876 |
| Minimum | 0.07757 |
| Maximum | 21.4431 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.07757 |
|---|---|
| 5-th Percentile | 0.88 |
| Q1 | 2.9925 |
| Median | 4.2938 |
| Q3 | 5.0392 |
| 95-th Percentile | 5.7301 |
| Maximum | 21.4431 |
| Range | 21.3655 |
| IQR | 2.0467 |
| Mean | 3.8876 |
|---|---|
| Standard Deviation | 1.5382 |
| Variance | 2.3661 |
| Sum | 13933.2988 |
| Skewness | -0.2824 |
| Kurtosis | 4.1432 |
| Coefficient of Variation | 0.3957 |
numerical
| Approximate Distinct Count | 1990 |
|---|---|
| Approximate Unique (%) | 55.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 57344 |
| Mean | 1339.4838 |
| Minimum | 17 |
| Maximum | 6752 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 17 |
|---|---|
| 5-th Percentile | 259.15 |
| Q1 | 575 |
| Median | 1268 |
| Q3 | 1957 |
| 95-th Percentile | 2708 |
| Maximum | 6752 |
| Range | 6735 |
| IQR | 1382 |
| Mean | 1339.4838 |
|---|---|
| Standard Deviation | 796.6985 |
| Variance | 634728.5468 |
| Sum | 4.8007e+06 |
| Skewness | 0.3935 |
| Kurtosis | -0.441 |
| Coefficient of Variation | 0.5948 |
numerical
| Approximate Distinct Count | 961 |
|---|---|
| Approximate Unique (%) | 27.0% |
| Missing | 24 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 56960 |
| Mean | 4.7966 |
| Minimum | 0.03611 |
| Maximum | 8.0056 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.03611 |
|---|---|
| 5-th Percentile | 1.0719 |
| Q1 | 3.6583 |
| Median | 5.2139 |
| Q3 | 6.2479 |
| 95-th Percentile | 7.3056 |
| Maximum | 8.0056 |
| Range | 7.9694 |
| IQR | 2.5896 |
| Mean | 4.7966 |
|---|---|
| Standard Deviation | 1.8943 |
| Variance | 3.5885 |
| Sum | 17075.9 |
| Skewness | -0.6519 |
| Kurtosis | -0.4833 |
| Coefficient of Variation | 0.3949 |
numerical
| Approximate Distinct Count | 221 |
|---|---|
| Approximate Unique (%) | 6.2% |
| Missing | 15 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 57104 |
| Mean | 25.7228 |
| Minimum | 6.9 |
| Maximum | 32.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 6.9 |
|---|---|
| 5-th Percentile | 15.5 |
| Q1 | 22 |
| Median | 28.2 |
| Q3 | 30 |
| 95-th Percentile | 30.9 |
| Maximum | 32.5 |
| Range | 25.6 |
| IQR | 8 |
| Mean | 25.7228 |
|---|---|
| Standard Deviation | 5.3412 |
| Variance | 28.5285 |
| Sum | 91804.7 |
| Skewness | -0.97 |
| Kurtosis | -0.1549 |
| Coefficient of Variation | 0.2076 |